Neural Operator induced Gaussian Process framework for probabilistic solution of parametric partial differential equations.
Sawan KumarRajdip NayekSouvik ChakrabortyPublished in: CoRR (2024)
Keyphrases
- gaussian process
- partial differential equations
- bayesian framework
- probabilistic model
- gaussian process regression
- numerical methods
- numerical scheme
- numerical algorithms
- image denoising
- numerical solution
- gaussian processes
- optimal solution
- semi supervised
- model selection
- generative model
- closed form
- hyperparameters
- image processing
- image reconstruction
- multiscale
- bayesian networks